Hengchang Liu

Remaining useful life prediction of roller bearings based on improved 1D-CNN and simple recurrent unit

Dechen Yao, Boyang Li, Hengchang Liu et al. · Measurement · 2021 · 141 citations

Engineering, Machine Learning, Service Life Prediction +7

A lightweight neural network with strong robustness for bearing fault diagnosis

Dechen Yao, Hengchang Liu, Jianwei Yang et al. · Measurement · 2020 · 136 citations

Fault Diagnosis, Reliability Engineering, Engineering +11

RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework

Zhengyang Zhou, Yang Wang, Xike Xie et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 118 citations · Full text

Engineering, Machine Learning, Safety Science +19

Lightweight Convolutional Neural Network and Its Application in Rolling Bearing Fault Diagnosis under Variable Working Conditions

Hengchang Liu, Dechen Yao, Jianwei Yang et al. · Sensors · 2019 · 60 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +14

Railway Fastener Fault Diagnosis Based on Generative Adversarial Network and Residual Network Model

Dechen Yao, Qiang Sun, Jianwei Yang et al. · Shock and Vibration · 2020 · 44 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Machine Vision +15